Posted:3 months ago|
Platform:
Work from Office
Full Time
This role is responsible for leading the use of data to make decisions. This includes: the development and execution of new machine learning predictive modeling algorithms, the coding/development of tools that use machine learning/predictive modeling to make business decisions, searching for and integrating new data (both internal and external) that improves our modeling and machine learning results (and ultimately our business decisions), and discovery of solutions to business problems that can be solved through the use of machine learning/predictive modeling. This role will also begin to manage projects of small to medium complexity. Job Description Key Responsibilities Collaborates with the team in order to improve the effectiveness of business decisions through the use of data and machine learning/predictive modeling Reviews, evaluates and communicates appropriateness of modeling techniques and results to team and leadership to ensure these are well understood and incorporated into business processes Uses best practices, with limited coaching, to develop statistical, machine learning techniques to build models that address business needs and executes on modeling/machine learning projects effectively, contributing to a wide variety of projects Utilizes effective project planning techniques to break down basic and occasionally moderately complex machine learning/predictive modeling and/or development projects into tasks and ensure deadlines are kept Innovates on projects by using new modeling techniques or tools Education Masters Degree (Preferred) Experience 2 or more years of experience (Preferred) Supervisory Responsibilities This job does not have supervisory duties. Education Experience (in lieu) In lieu of the above education requirements, an equivalent combination of education and experience may be considered. Skills Programming: Python (Pandas, NumPy, Scikit-learn), SQL, Deep Learning framework: Pytorch, or Tensorflow (Preferred) Data Visualization: Tableau, or Power BI Machine Learning: Supervised Unsupervised Learning, Model Evaluation Big Data Tools: Spark Cloud Platforms: AWS, or Azure (Preferred) Version Control and workflow management : Git/Github, Agile, VS Code Primary Skills Business Case Analyses, Data Analytics, Predictive Analytics, Predictive Modeling, Waterfall Project Management Shift Time Shift B (India)
Allstate Solutions (ASPL)
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